Project Group data_dudes_13 - 13: interactivity

Traffic Collision Data

Monthly Collision Data Across All Years

Weekly Collision Data

Hourly Collisions

Across Seasons

<folium.plugins.fast_marker_cluster.FastMarkerCluster at 0x345de1210>

Make this Notebook Trusted to load map: File -> Trust Notebook

<folium.plugins.fast_marker_cluster.FastMarkerCluster at 0x3469bf210>

Make this Notebook Trusted to load map: File -> Trust Notebook

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<folium.map.Marker at 0x346f07750>

<folium.map.Marker at 0x346b8b110>

Make this Notebook Trusted to load map: File -> Trust Notebook

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<folium.map.Marker at 0x346b48290>

<folium.map.Marker at 0x346b4a090>

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<folium.map.Marker at 0x3471acad0>

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<folium.map.Marker at 0x346a1dd90>

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<folium.map.Marker at 0x346a155d0>

<folium.map.Marker at 0x3471ae7d0>

<folium.map.Marker at 0x346b61510>

<folium.map.Marker at 0x346a98950>

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<folium.map.Marker at 0x346a7df10>

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<folium.map.Marker at 0x346a1ea50>

<folium.map.Marker at 0x346b8de90>

<folium.map.Marker at 0x346a2c490>

<folium.map.Marker at 0x346a0c850>

<folium.map.Marker at 0x346a15650>

<folium.map.Marker at 0x346f1ef90>

<folium.map.Marker at 0x346f1c150>

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<folium.map.Marker at 0x346a15d50>

<folium.map.Marker at 0x3471ac090>

<folium.map.Marker at 0x346b4a350>

<folium.map.Marker at 0x346a07b10>

<folium.map.Marker at 0x346a17f90>

<folium.map.Marker at 0x346b51fd0>

<folium.map.Marker at 0x346f1e710>

<folium.map.Marker at 0x346a2eb90>

<folium.map.Marker at 0x346a05e50>

<folium.map.Marker at 0x347815ad0>

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<folium.map.Marker at 0x346aa9d50>

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<folium.map.Marker at 0x3469ffed0>

<folium.map.Marker at 0x346a370d0>

<folium.map.Marker at 0x346a34390>

<folium.map.Marker at 0x346a05790>

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<folium.map.Marker at 0x3471b5010>

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<folium.map.Marker at 0x346bcc7d0>

<folium.map.Marker at 0x346a160d0>

<folium.map.Marker at 0x346a1c790>

<folium.map.Marker at 0x346bc6290>

<folium.map.Marker at 0x346f1ddd0>

<folium.map.Marker at 0x3469f7e90>

<folium.map.Marker at 0x3469f61d0>

<folium.map.Marker at 0x3469f70d0>

<folium.map.Marker at 0x346f1d750>

<folium.map.Marker at 0x346f1ed90>

<folium.map.Marker at 0x3471ad110>

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Serious collisions, including collisions where pedestrians or cyclists are injured or killed is fairly widespread throughout NYC. Clustering can be used to reveal multi-block areas with elevated injuries and deaths that would be missed by tracking high-collision intersections. The 105th and 109th precincts in Queens and the 75th precinct in Brooklyn lead the city in total number of collisions. Areas with higher numbers of collisions tend to have higher numbers injuries or deaths (motorist, pedestrian, and cyclist). However pedestrian and cyclist injuries and deaths are not as strongly linked to the number of vehicle collisions. Surprisingly, pedestrian and cyclist injuries and deaths do not seem to correspond to density, suggesting that other factors like street design, signage, and traffic enforcement are important to reducing injuries and deaths. North Queens, much of Brooklyn, and midtown Manhattan stand out as having high numbers of pedestrian and cyclist injuries and deaths.